hyparquet-writer/src/thrift.js

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2025-03-25 17:27:15 +00:00
// TCompactProtocol types
const CompactType = {
STOP: 0,
TRUE: 1,
FALSE: 2,
BYTE: 3,
I16: 4,
I32: 5,
I64: 6,
DOUBLE: 7,
BINARY: 8,
LIST: 9,
SET: 10,
MAP: 11,
STRUCT: 12,
UUID: 13,
}
/**
* Serialize a JS object in TCompactProtocol format.
*
* Expects keys named like "field_1", "field_2", etc. in ascending order.
*
* @import {Writer} from './types.js'
* @param {Writer} writer
* @param {Record<string, any>} data
*/
export function serializeTCompactProtocol(writer, data) {
let lastFid = 0
// Write each field
for (const [key, value] of Object.entries(data)) {
// We expect key = "field_N" so we can extract N as the field ID
const fid = parseInt(key.replace(/^field_/, ''), 10)
if (Number.isNaN(fid)) {
throw new Error(`Invalid field name: ${key}. Expected "field_###" format.`)
}
// Figure out which compact type to use
const type = getCompactTypeForValue(value)
// Write the field-begin header: (delta << 4) | type
const delta = fid - lastFid
if (delta <= 0) {
throw new Error(`Non-monotonic field ID. fid=${fid}, lastFid=${lastFid}`)
}
// High nibble = delta, low nibble = type
writer.appendUint8(delta << 4 | type & 0x0f)
// Write the field content itself
writeElement(writer, type, value)
lastFid = fid
}
// Finally write STOP
writer.appendUint8(CompactType.STOP)
}
/**
* Deduce a TCompactProtocol type from the JS value
*
* @param {any} value
* @returns {number} CompactType
*/
function getCompactTypeForValue(value) {
if (value === true) {
return CompactType.TRUE
}
if (value === false) {
return CompactType.FALSE
}
if (typeof value === 'number') {
// We'll store integer as I32, otherwise DOUBLE
return Number.isInteger(value) ? CompactType.I32 : CompactType.DOUBLE
}
if (typeof value === 'bigint') {
return CompactType.I64
}
if (typeof value === 'string') {
// Possibly treat 32-hex as a 16-byte UUID
if (/^[0-9a-fA-F]{32}$/.test(value)) {
return CompactType.UUID
}
return CompactType.BINARY
}
if (value instanceof Uint8Array) {
return CompactType.BINARY
}
if (Array.isArray(value)) {
return CompactType.LIST
}
if (value && typeof value === 'object') {
return CompactType.STRUCT
}
throw new Error(`Cannot determine thrift compact type for: ${value}`)
}
/**
* Write a single value of a given compact type.
*
* @param {Writer} writer
* @param {number} type
* @param {any} value
*/
function writeElement(writer, type, value) {
switch (type) {
case CompactType.TRUE:
case CompactType.FALSE:
return // true/false is stored in the type
case CompactType.BYTE:
writer.appendUint8(value)
return
case CompactType.I16:
case CompactType.I32: {
// ZigZag -> varint
// For 32-bit int: zigzag = (n << 1) ^ (n >> 31)
const zigzag = value << 1 ^ value >> 31
writer.appendVarInt(zigzag)
return
}
case CompactType.I64: {
// For 64-bit (bigint) we do (value << 1n) ^ (value >> 63n) in zigzag
const n = BigInt(value)
const zigzag = n << 1n ^ n >> 63n
writer.appendVarBigInt(zigzag)
return
}
case CompactType.DOUBLE:
writer.appendFloat64(value)
return
case CompactType.BINARY: {
// store length as a varint, then raw bytes
let bytes
if (typeof value === 'string') {
bytes = new TextEncoder().encode(value)
} else {
// e.g. Uint8Array
bytes = value
}
writer.appendVarInt(bytes.length)
writer.appendBuffer(bytes)
return
}
case CompactType.LIST: {
// Must store (size << 4) | elementType
// We'll guess the element type from the first element
const arr = value
const size = arr.length
if (size === 0) {
// (0 << 4) | type for an empty list pick BYTE arbitrarily
writer.appendUint8(0 << 4 | CompactType.BYTE)
return
}
// TODO: Check for heterogeneous lists?
const elemType = getCompactTypeForValue(arr[0])
const sizeNibble = size > 14 ? 15 : size
writer.appendUint8(sizeNibble << 4 | elemType)
if (size > 14) {
writer.appendVarInt(size)
}
// Special trick for booleans in a list
if (elemType === CompactType.TRUE || elemType === CompactType.FALSE) {
// Write each boolean as a single 0 or 1 byte
for (const v of arr) {
writer.appendUint8(v ? 1 : 0)
}
} else {
// Otherwise write them out normally
for (const v of arr) {
writeElement(writer, elemType, v)
}
}
return
}
case CompactType.STRUCT: {
// Recursively write sub-fields as "field_N: val", end with STOP
let lastFid = 0
for (const [k, v] of Object.entries(value)) {
const fid = parseInt(k.replace(/^field_/, ''), 10)
if (Number.isNaN(fid)) {
throw new Error(`Invalid sub-field name: ${k}. Expected "field_###"`)
}
const t = getCompactTypeForValue(v)
const delta = fid - lastFid
if (delta <= 0) {
throw new Error(`Non-monotonic fid in struct: fid=${fid}, lastFid=${lastFid}`)
}
writer.appendUint8(delta << 4 | t & 0x0f)
writeElement(writer, t, v)
lastFid = fid
}
// Write STOP
writer.appendUint8(CompactType.STOP)
return
}
case CompactType.UUID: {
// Expect a 32-hex string. Write 16 bytes
if (typeof value !== 'string' || value.length !== 32) {
throw new Error(`Expected 32-hex string for UUID, got ${value}`)
}
for (let i = 0; i < 16; i++) {
const byte = parseInt(value.slice(i * 2, i * 2 + 2), 16)
writer.appendUint8(byte)
}
return
}
default:
throw new Error(`Unhandled type in writeElement: ${type}`)
}
}